Neuron Net
Enumerations
ENUM

Enumerations

enum  ENUM_ACTIVATION { None =-1, TANH, SIGMOID, LReLU }
 Enum of activation formula used
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enum  ENUM_OPTIMIZATION { SGD, ADAM }
 Enum of optimization method used
More...
 

Detailed Description

Enumeration Type Documentation

◆ ENUM_ACTIVATION

Enum of activation formula used

Enumerator
None 

Without activation formula.

TANH 

Use \(tanh(x)\) for activation neuron.

SIGMOID 

Use \(\frac{1}{1+e^x}\) fo activation neuron.

LReLU 

For activation neuron use LReLU.

\[\left\{ \begin{array} a x>=0, \ x \\x<0, \ 0.01*x \end{array} \right.\]

Definition at line 297 of file NeuroNet.mqh.

◆ ENUM_OPTIMIZATION

Enum of optimization method used

Enumerator
SGD 

Stochastic gradient descent.

ADAM 

Adam.

Definition at line 307 of file NeuroNet.mqh.